Statistical language learning

＜図書＞
Statistical language learning

責任表示	Eugene Charniak
データ種別	図書
出版情報	Cambridge, Mass. : MIT Press , c1993
本文言語	英語
大きさ	xx, 170 p. ; 24 cm
概要	Eugene Charniak breaks new ground in artificial intelligence research by presenting statistical language processing from an artificial intelligence point of view in a text for researchers and scientis...s with a traditional computer science background. New, exacting empirical methods are needed to break the deadlock in such areas of artificial intelligence as robotics, knowledge representation, machine learning, machine translation, and natural language processing (NLP). It is time, Charniak observes, to switch paradigms. This text introduces statistical language processing techniques -- word tagging, parsing with probabilistic context free grammars, grammar induction, syntactic disambiguation, semantic word classes, word-sense disambiguation -- along with the underlying mathematics and chapter exercises. Charniak points out that as a method of attacking NLP problems, the statistical approach has several advantages. It is grounded in real text and therefore promises to produce usable results, and it offers an obvious way to approach learning: "one simply gathers statistics." Language, Speech, and Communication 続きを見る

状態	巻次	所蔵場所	請求記号	刷年	文庫名称	資料番号	コメント	予約・取寄	複写申込	自動書庫
		中央図 1C_14‐18 [文/言語]	言語/105/19	1993		068052194024430		予約・取寄			予約・取寄
		○高研シス情(伊都)	801/C 34/1	1993		068582195001347

一般注記	Includes bibliographical references (p. [163]-164) and index
著者標目	*Charniak, Eugene
件　名	LCSH:Computational linguistics LCSH:Linguistics -- Statistical methods 全ての件名で検索 LCSH:Mathematical linguistics LCSH:Artificial intelligence
分　類	LCC:P98.5.S83 DC20:410/.285
書誌ID	1000067317
ISBN	0262032163
NCID	BA21782235
巻冊次	ISBN:0262032163
登録日	2009.09.10
更新日	2009.09.10